{"id":"W4410854389","doi":"10.1007/978-3-031-85967-0_7","title":"Nonspecific Interstitial Pneumonia (NSIP)","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Interstitial pneumonia; Pneumonia; Medicine; Lung; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002184338,0.0006374655,0.0004148058,0.001023284,0.0006521051,0.00161457,0.000539762,0.000928334,0.05801889],"category_scores_gemma":[0.0004289144,0.0001906229,0.0002762748,0.000896042,0.000503185,0.001425035,0.00110156,0.00154318,0.02891087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006556551,"about_ca_system_score_gemma":0.0008191192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002155068,"about_ca_topic_score_gemma":0.009845421,"domain_scores_codex":[0.9998673,0.00002325815,0.000007384361,0.00001490175,0.00007196664,0.00001512888],"domain_scores_gemma":[0.9999026,0.0000453237,0.000005767017,0.000006880442,0.00002457237,0.00001485712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001234538,0.00005485066,0.000122146,0.0002762449,0.000002905635,0.0002700116,0.0002524626,0.000238397,0.0004986757,0.05502081,0.7037561,0.2394951],"study_design_scores_gemma":[0.000001174914,0.000006722674,0.0001461588,0.0001163586,0.000001096605,0.0003068772,0.00004394873,0.00004210922,0.0000532449,0.005471965,0.9938081,0.000002129197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004831254,0.04784228,0.002557095,0.002530672,0.004840789,0.00006143047,0.0002581285,0.0001295628,0.9412969],"genre_scores_gemma":[0.001971502,0.02381231,0.001836157,0.0019849,0.001179909,0.00004440011,0.0002273452,0.00005595437,0.9688874],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05801889,"threshold_uncertainty_score":0.1940925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0112929863564235,"score_gpt":0.2446686163373306,"score_spread":0.2333756299809071,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}